Subho Halder's repositories
llm-twin-course
๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 12 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
streamlit_testing
streamlit_testing
ML-Pipeline
A Semi-Automated Machine Learning Pipeline. Developed by the Shiu Lab. Implemented using SciKit-Learn
coursera-deep-learning-specialization
Notes, programming assignments
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
awesome-mlops
A curated list of references for MLOps
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI ๐ https://microsoft.github.io/generative-ai-for-beginners/
data-science-from-scratch
code for Data Science From Scratch book
Transformers-for-NLP-2nd-Edition
Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more
Capstone_Project
Identification of Active Windows of Chatbox/Emails Using ResNet 18, 34 and 50 for Image Classification
feature-engineering-for-machine-learning
Code repository for the online course Feature Engineering for Machine Learning
DeepWorks
A collection of Deep Learning projects and resources
Statistics-Project
1st Trimester STS Project
Hands_on_python
Practicing Python, Numpy, Pandas function on Varying DataSets
Stock_Price_Prediction_Linear_Regression
The aim of project is to predict NSE stock price by Linear Regression